prismflow-memory-read

To retrieve past context, trigger both memory and knowledge queries when user requests mention historical cues like 'previous' or 'background'. This returns only relevant historical references without writing new memory or producing conclusions.

Query memory and knowledge bases when the system detects missing information in current replies or when users mention terms like 'previously', 'before', 'history', 'project background', or past decisions to fetch relevant references.

Fetching historical context works by invoking both query_memory and query_knowledge simultaneously to return only retrieved references. It strictly avoids writing new memory or synthesizing conclusions, ensuring historical data remains read-only.

Yes, you can retrieve project background and past decisions without generating analyses. The process applies to cues like 'previous' or 'history', fetches relevant references from memory and knowledge bases, and returns only the raw historical data.

AI responses need historical context from both memory and knowledge queries to accurately reference past information. Calling both ensures comprehensive retrieval of historical references, supporting informed replies without missing prior decisions or background.

The limitation is that it only returns retrieved historical references and cannot write new memory or produce synthesized conclusions. It strictly fetches past context without generating new analyses or modifying the existing knowledge base.